Period
to 18 July 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for GitHub skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited GitHub over the 6 months to 18 July 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

GitHub
Scotland > Glasgow
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 105 84 100
Rank change year-on-year -21 +16 +5
Contract jobs citing GitHub 13 13 1
As % of all contract IT jobs advertised in Glasgow 0.74% 1.02% 0.077%
As % of the Cloud Services category 3.82% 8.90% 1.01%
Number of daily rates quoted 7 2 1
Glasgow median daily rate £400 £338 £325
Median daily rate % change year-on-year +18.52% +3.85% -
10th Percentile £353 £297 £313
90th Percentile £562 £380 £338
Scotland median daily rate £425 £325 £369
% change year-on-year +30.77% -11.86% +13.46%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

GitHub is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for cloud computing skills.

All Cloud Skills
Glasgow
Contract vacancies with a requirement for cloud computing skills 340 146 99
As % of all contract IT jobs advertised in Glasgow 19.38% 11.51% 7.65%
Number of daily rates quoted 216 93 53
Glasgow median daily rate £400 £375 £325
Median daily rate % change year-on-year +6.67% +15.38% +12.07%
10th Percentile £289 £301 £175
90th Percentile £534 £488 £485
Scotland median daily rate £415 £400 £388
% change year-on-year +3.75% +3.23% +5.08%
Number of hourly rates quoted 2 2 2
Glasgow median hourly rate £22.75 £14.49 £15.00
Median hourly rate % change year-on-year +57.00% -3.40% +7.14%
10th Percentile £14.83 £14.49 £14.10
90th Percentile £31.68 £14.49 £16.70
Scotland median hourly rate £16.26 £14.49 £36.00
% change year-on-year +12.18% -59.75% +157.14%

GitHub
Job Vacancy Trend in Glasgow

Job postings citing GitHub as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for GitHub in Glasgow

GitHub
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing GitHub in Glasgow.

Contractor daily rate trend for GitHub in Glasgow

GitHub
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing GitHub in Glasgow over the 6 months to 18 July 2018.

Contractor daily rate histogram for GitHub in Glasgow

For the 6 months to 18 July 2018, IT contractor jobs citing GitHub also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for GitHub.

1 10 (76.92%) Linux
2 9 (69.23%) Agile Software Development
3 7 (53.85%) Jenkins
3 7 (53.85%) Relational Database
4 6 (46.15%) Windows
4 6 (46.15%) Python
5 5 (38.46%) Oracle
5 5 (38.46%) Bash Shell
5 5 (38.46%) Software Engineering
5 5 (38.46%) Ruby
5 5 (38.46%) DevOps
5 5 (38.46%) Terraform
6 4 (30.77%) ArangoDB
6 4 (30.77%) FINRA
6 4 (30.77%) Data Encryption
6 4 (30.77%) GDPR
6 4 (30.77%) IT Strategy
6 4 (30.77%) Data Loss Prevention
6 4 (30.77%) Site Reliability Engineering
6 4 (30.77%) Go
6 4 (30.77%) Amazon AWS
6 4 (30.77%) Neo4j
6 4 (30.77%) Hortonworks
6 4 (30.77%) Cloudera
6 4 (30.77%) Varonis
6 4 (30.77%) Cybersecurity
6 4 (30.77%) CISM
6 4 (30.77%) Finance
6 4 (30.77%) Hadoop
6 4 (30.77%) Cryptography

GitHub
Co-occurring IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (23.08%) Confluence
Business Applications
1 1 (7.69%) SAP SD
Cloud Services
1 4 (30.77%) Amazon AWS
2 2 (15.38%) AWS CloudFormation
3 1 (7.69%) IBM Cloud
3 1 (7.69%) Microsoft Azure
Communications & Networking
1 3 (23.08%) Reverse Proxy
2 2 (15.38%) DNS
2 2 (15.38%) HTTP
2 2 (15.38%) SSL
2 2 (15.38%) TCP/IP
Database & Business Intelligence
1 7 (53.85%) Relational Database
2 4 (30.77%) ArangoDB
2 4 (30.77%) Hadoop
2 4 (30.77%) Neo4j
2 4 (30.77%) SQL Server
3 1 (7.69%) Data Warehouse
Development Applications
1 7 (53.85%) Jenkins
2 4 (30.77%) JIRA
3 3 (23.08%) Git (software)
4 1 (7.69%) Bitbucket
4 1 (7.69%) IBM UrbanCode
4 1 (7.69%) SonarQube
4 1 (7.69%) Sonatype Nexus
General
1 4 (30.77%) Finance
2 1 (7.69%) Banking
2 1 (7.69%) Retail Banking
Job Titles
1 5 (38.46%) DevOps Engineer
2 4 (30.77%) Infrastructure Engineer
3 2 (15.38%) Analyst
3 2 (15.38%) Data Engineer
3 2 (15.38%) Data Protection Engineer
3 2 (15.38%) Developer
3 2 (15.38%) Infrastructure Operations Engineer
4 1 (7.69%) Angular Developer
4 1 (7.69%) Configuration Analyst
4 1 (7.69%) Consultant
4 1 (7.69%) Database Analyst
4 1 (7.69%) Java Software Engineer
4 1 (7.69%) JavaScript Developer
4 1 (7.69%) React Developer
4 1 (7.69%) Release Analyst
4 1 (7.69%) Sales Consultant
4 1 (7.69%) SAP Consultant
4 1 (7.69%) SAP SD Consultant
4 1 (7.69%) Service Analyst
4 1 (7.69%) Splunk Engineer
Libraries, Frameworks & Software Standards
1 2 (15.38%) React
1 2 (15.38%) Web Services
2 1 (7.69%) AngularJS
2 1 (7.69%) CSS
2 1 (7.69%) CSS3
2 1 (7.69%) Ext JS
2 1 (7.69%) HTML
2 1 (7.69%) HTML5
2 1 (7.69%) Ionic Framework
2 1 (7.69%) RESTful
2 1 (7.69%) Twitter Bootstrap
2 1 (7.69%) YAML
Miscellaneous
1 3 (23.08%) Cyberthreat
2 2 (15.38%) Data Centre
2 2 (15.38%) Greenfield Project
3 1 (7.69%) Algorithms
3 1 (7.69%) Data Structures
3 1 (7.69%) Foreign Exchange (FX)
Operating Systems
1 10 (76.92%) Linux
2 6 (46.15%) Windows
3 2 (15.38%) Unix
Processes & Methodologies
1 9 (69.23%) Agile Software Development
2 5 (38.46%) DevOps
2 5 (38.46%) Software Engineering
3 4 (30.77%) Cryptography
3 4 (30.77%) Cybersecurity
3 4 (30.77%) Data Encryption
3 4 (30.77%) Data Loss Prevention
3 4 (30.77%) Data Protection
3 4 (30.77%) DRM
3 4 (30.77%) IT Strategy
3 4 (30.77%) Site Reliability Engineering
4 3 (23.08%) Configuration Management
4 3 (23.08%) Security Operations
5 2 (15.38%) BDD
5 2 (15.38%) Capacity Planning
5 2 (15.38%) Project Management
5 2 (15.38%) Scrum
5 2 (15.38%) SDLC
5 2 (15.38%) TDD
5 2 (15.38%) Waterfall
Programming Languages
1 6 (46.15%) Python
2 5 (38.46%) Bash Shell
2 5 (38.46%) Ruby
3 4 (30.77%) Go
3 4 (30.77%) Java
3 4 (30.77%) Perl
3 4 (30.77%) SQL
4 3 (23.08%) JavaScript
Qualifications
1 4 (30.77%) CISM
1 4 (30.77%) CISSP
Quality Assurance & Compliance
1 4 (30.77%) FINRA
1 4 (30.77%) GDPR
System Software
1 1 (7.69%) Docker
Systems Management
1 5 (38.46%) Terraform
2 3 (23.08%) Ansible
3 1 (7.69%) Kubernetes
3 1 (7.69%) Nagios
3 1 (7.69%) Opscode Chef
3 1 (7.69%) Puppet
3 1 (7.69%) ZABBIX
Vendors
1 5 (38.46%) Oracle
2 4 (30.77%) Cloudera
2 4 (30.77%) Hortonworks
2 4 (30.77%) McAfee
2 4 (30.77%) Microsoft
2 4 (30.77%) Sybase
2 4 (30.77%) Symantec
2 4 (30.77%) Varonis
3 1 (7.69%) IBM
3 1 (7.69%) SAP
3 1 (7.69%) ServiceNow
3 1 (7.69%) Splunk